bigmms / deep_battery_saver Goto Github PK

Hi,
My Name Is Emmanuel Sampaio.

I am contacting you because I am currently comparing different approaches to perform power-constrained contrast enhancement (PCCE). Among the different models I tested, yours proved to be really interesting and innovative, and for this reason I would like to check its performance in comparison with other deep and non-deep approaches.

Given this context, I would like to ask you if the implementation presented in this GitHub corresponds to the implementation discussed in this paper:
https://ieeexplore.ieee.org/document/9089316/citations#citations

I'm asking this because I noticed some differences:

1. Residual blocks: the code uses a function to add block's input and output, while the paper mentioned a simple concatenation.
2. The output function: the paper not mentioned the use of a Tanh.
3. The parameter $\lambda$ from the power loss is constantly set equal to 30.

Thank you for your attention,
Emmanuel Sampaio